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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Indoor Scene Segmentation | 1 | 3 | Feb 18, 2026 | |
| Burst Joint Denoising and Demosaicking | 1 | 1 | Feb 18, 2026 | |
| Surgical Tool Segmentation | 1 | 1 | Feb 18, 2026 | |
| Tool Segmentation | 1 | 1 | Feb 18, 2026 | |
| Scene Text Erasure | 1 | 1 | Feb 18, 2026 | |
| Unsupervised Registration | 1 | 1 | Feb 18, 2026 | |
| x-y position decoding (smoothing) | 1 | 1 | Feb 18, 2026 | |
| x-y position decoding (prediction) | 1 | 1 | Feb 18, 2026 | |
| Closed-set Face Search |
| 1 |
| 2 |
| Feb 18, 2026 |
| 3D Object Localization (BEV) | 1 | 1 | Feb 18, 2026 |
|---|
| Multistable perception | 1 | 1 | Feb 18, 2026 |
|---|
| Spurious Correlation Discovery | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-view 3D Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Pediatric wrist fracture detection | 1 | 1 | Feb 18, 2026 |
|---|
| Fair Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-agent trajectory simulation | 1 | 4 | Jun 19, 2026 |
|---|
| Diagram coding | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular Depth Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Scene Graph (MSG) Construction | 1 | 1 | Feb 18, 2026 |
|---|
| Object Navigation (OBJNAV) | 1 | 1 | Feb 18, 2026 |
|---|
| Holistic Bias and Alignment Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| 1-shot classification | 1 | 2 | Feb 18, 2026 |
|---|
| Optical Flow Prediction | 1 | 1 | Feb 18, 2026 |
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| Video-level classification | 1 | 3 | Feb 18, 2026 |
|---|
| Model Inversion Defense (LOMMA-KED-MI Attack) | 1 | 1 | Feb 27, 2026 |
|---|